apachecn

Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

Sklearn Doc Zh

sklearn-doc-zh is a comprehensive Chinese translation of the official scikit-learn documentation, designed to assist Chinese-speaking developers and data scientists in utilizing this powerful Python machine learning library. Scikit-learn is a simple and efficient tool for data mining and analysis, built atop NumPy, SciPy, and matplotlib, and distributed under a BSD license for open and commercial use. This project provides localized guides covering essential topics including supervised and unsupervised learning, model selection, evaluation, dataset transformations, and preprocessing techniques. Key features include detailed explanations of algorithms such as support vector machines, decision trees, random forests, clustering, and neural networks. The documentation covers practical implementation strategies for pipeline creation, hyperparameter tuning, and handling large-scale datasets. It is accessible via a web interface hosted on GitHub Pages and Gitee, and can be installed locally using Docker, pip, or npm

Pytorch Doc Zh

Pytorch 中文文档

Ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Tutorialspoint Ebooks Zh

Spark Doc Zh

Apache Spark 官方文档中文版